Profiling Report Felicidad Limpio

Dataset statistics

Number of variables	30
Number of observations	116609
Missing cells	1151
Missing cells (%)	< 0.1%
Duplicate rows	0
Duplicate rows (%)	0.0%
Total size in memory	194.1 MiB
Average record size in memory	1.7 KiB

Variable types

CAT	17
NUM	6
UNSUPPORTED	6
DATE	1

Warnings

`df_index` has unique values	Unique
`min_ingresos_hogar` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`max_ingresos_hogar` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`min_ingresos_personales` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`max_ingresos_personales` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`min_habitantes` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`max_habitantes` is an unsupported type, check if it needs cleaning or further analysis	Unsupported
`persona_max_ingresos` has 7720 (6.6%) zeros	Zeros
`ingresos` has 7720 (6.6%) zeros	Zeros

Reproduction

Analysis started	2020-11-20 12:18:13.556083
Analysis finished	2020-11-20 12:18:36.589444
Duration	23.03 seconds
Software version	pandas-profiling v2.9.0
Download configuration	config.yaml

df_index
Real number (ℝ_≥0)

UNIQUE

Distinct	116609
Distinct (%)	100.0%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	65674.70189
Minimum	4954
Maximum	124031
Zeros	0
Zeros (%)	0.0%
Memory size	911.1 KiB

Quantile statistics

Minimum	4954
5-th percentile	13253.4
Q1	36575
median	65727
Q3	94879
95-th percentile	118200.6
Maximum	124031
Range	119077
Interquartile range (IQR)	58304

Descriptive statistics

Standard deviation	33752.68363
Coefficient of variation (CV)	0.513937371
Kurtosis	-1.187307289
Mean	65674.70189
Median Absolute Deviation (MAD)	29152
Skewness	-0.009226150776
Sum	7658261313
Variance	1139243652
Monotocity	Strictly increasing

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
6141	1	< 0.1%
26022	1	< 0.1%
71048	1	< 0.1%
73097	1	< 0.1%
66954	1	< 0.1%
69003	1	< 0.1%
79244	1	< 0.1%
81293	1	< 0.1%
75150	1	< 0.1%
77199	1	< 0.1%
120208	1	< 0.1%
122257	1	< 0.1%
116114	1	< 0.1%
118163	1	< 0.1%
103832	1	< 0.1%
105881	1	< 0.1%
99738	1	< 0.1%
101787	1	< 0.1%
112028	1	< 0.1%
114077	1	< 0.1%
107934	1	< 0.1%
109983	1	< 0.1%
21920	1	< 0.1%
23969	1	< 0.1%
17826	1	< 0.1%
Other values (116584)	116584	> 99.9%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
4954	1	< 0.1%
4955	1	< 0.1%
4956	1	< 0.1%
4957	1	< 0.1%
4958	1	< 0.1%
4959	1	< 0.1%
4960	1	< 0.1%
4961	1	< 0.1%
4962	1	< 0.1%
4963	1	< 0.1%

Value	Count	Frequency (%)
124031	1	< 0.1%
124030	1	< 0.1%
124029	1	< 0.1%
124028	1	< 0.1%
124027	1	< 0.1%
124026	1	< 0.1%
124025	1	< 0.1%
124024	1	< 0.1%
124023	1	< 0.1%
124022	1	< 0.1%

AñoMes
Date

Distinct	47
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	911.1 KiB

Minimum	2014-03-01 00:00:00
Maximum	2018-06-01 00:00:00

Histogram

Histogram with fixed size bins (bins=47)

felicidad
Real number (ℝ_≥0)

Distinct	11
Distinct (%)	< 0.1%
Missing	1151
Missing (%)	1.0%
Infinite	0
Infinite (%)	0.0%

Mean	7.439545116
Minimum	0
Maximum	10
Zeros	494
Zeros (%)	0.4%
Memory size	911.1 KiB

Quantile statistics

Minimum	0
5-th percentile	5
Q1	7
median	8
Q3	9
95-th percentile	10
Maximum	10
Range	10
Interquartile range (IQR)	2

Descriptive statistics

Standard deviation	1.748379506
Coefficient of variation (CV)	0.2350116141
Kurtosis	1.369573629
Mean	7.439545116
Median Absolute Deviation (MAD)	1
Skewness	-0.8292254785
Sum	858955
Variance	3.056830897
Monotocity	Not monotonic

Histogram with fixed size bins (bins=11)

Value	Count	Frequency (%)
8	32666	28.0%
7	25179	21.6%
9	14924	12.8%
10	14494	12.4%
6	12289	10.5%
5	10544	9.0%
4	2380	2.0%
3	1494	1.3%
2	668	0.6%
0	494	0.4%
1	326	0.3%
(Missing)	1151	1.0%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	494	0.4%
1	326	0.3%
2	668	0.6%
3	1494	1.3%
4	2380	2.0%
5	10544	9.0%
6	12289	10.5%
7	25179	21.6%
8	32666	28.0%
9	14924	12.8%

Value	Count	Frequency (%)
10	14494	12.4%
9	14924	12.8%
8	32666	28.0%
7	25179	21.6%
6	12289	10.5%
5	10544	9.0%
4	2380	2.0%
3	1494	1.3%
2	668	0.6%
1	326	0.3%

felicidad_grupo
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	911.1 KiB

feliz	57845
muy_feliz	30569
normal	22833
infeliz	3874
muy_infeliz	1488

Value	Count	Frequency (%)
feliz	57845	49.6%
muy_feliz	30569	26.2%
normal	22833	19.6%
infeliz	3874	3.3%
muy_infeliz	1488	1.3%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	11
Median length	6
Mean length	6.387414351
Min length	5

Overview of Unicode Properties

Unique unicode characters	13
Unique unicode categories	2 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
l	116609	15.7%
i	99138	13.3%
f	93776	12.6%
e	93776	12.6%
z	93776	12.6%
m	54890	7.4%
u	32057	4.3%
y	32057	4.3%
_	32057	4.3%
n	28195	3.8%
o	22833	3.1%
r	22833	3.1%
a	22833	3.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	712773	95.7%
Connector Punctuation	32057	4.3%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
l	116609	16.4%
i	99138	13.9%
f	93776	13.2%
e	93776	13.2%
z	93776	13.2%
m	54890	7.7%
u	32057	4.5%
y	32057	4.5%
n	28195	4.0%
o	22833	3.2%
r	22833	3.2%
a	22833	3.2%

Most frequent Connector Punctuation characters

Value	Count	Frequency (%)
_	32057	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	712773	95.7%
Common	32057	4.3%

Most frequent Latin characters

Value	Count	Frequency (%)
l	116609	16.4%
i	99138	13.9%
f	93776	13.2%
e	93776	13.2%
z	93776	13.2%
m	54890	7.7%
u	32057	4.5%
y	32057	4.5%
n	28195	4.0%
o	22833	3.2%
r	22833	3.2%
a	22833	3.2%

Most frequent Common characters

Value	Count	Frequency (%)
_	32057	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	744830	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
l	116609	15.7%
i	99138	13.3%
f	93776	12.6%
e	93776	12.6%
z	93776	12.6%
m	54890	7.4%
u	32057	4.3%
y	32057	4.3%
_	32057	4.3%
n	28195	3.8%
o	22833	3.1%
r	22833	3.1%
a	22833	3.1%

genero
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	911.1 KiB

Mujer	59958
Hombre	56651

Value	Count	Frequency (%)
Mujer	59958	51.4%
Hombre	56651	48.6%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	6
Median length	5
Mean length	5.485820134
Min length	5

Overview of Unicode Properties

Unique unicode characters	9
Unique unicode categories	2 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	116609	18.2%
r	116609	18.2%
M	59958	9.4%
u	59958	9.4%
j	59958	9.4%
H	56651	8.9%
o	56651	8.9%
m	56651	8.9%
b	56651	8.9%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	523087	81.8%
Uppercase Letter	116609	18.2%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	59958	51.4%
H	56651	48.6%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	116609	22.3%
r	116609	22.3%
u	59958	11.5%
j	59958	11.5%
o	56651	10.8%
m	56651	10.8%
b	56651	10.8%

Most occurring scripts

Value	Count	Frequency (%)
Latin	639696	100.0%

Most frequent Latin characters

Value	Count	Frequency (%)
e	116609	18.2%
r	116609	18.2%
M	59958	9.4%
u	59958	9.4%
j	59958	9.4%
H	56651	8.9%
o	56651	8.9%
m	56651	8.9%
b	56651	8.9%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	639696	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	116609	18.2%
r	116609	18.2%
M	59958	9.4%
u	59958	9.4%
j	59958	9.4%
H	56651	8.9%
o	56651	8.9%
m	56651	8.9%
b	56651	8.9%

edad
Real number (ℝ_≥0)

Distinct	80
Distinct (%)	0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	50.10749599
Minimum	18
Maximum	98
Zeros	0
Zeros (%)	0.0%
Memory size	114.0 KiB

Quantile statistics

Minimum	18
5-th percentile	22
Q1	36
median	49
Q3	64
95-th percentile	80
Maximum	98
Range	80
Interquartile range (IQR)	28

Descriptive statistics

Standard deviation	17.93101689
Coefficient of variation (CV)	0.3578509869
Kurtosis	-0.8805655324
Mean	50.10749599
Median Absolute Deviation (MAD)	14
Skewness	0.2002989726
Sum	5842985
Variance	321.5213668
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
76	3060	2.6%
44	2930	2.5%
40	2755	2.4%
42	2725	2.3%
43	2705	2.3%
54	2673	2.3%
50	2604	2.2%
38	2508	2.2%
39	2441	2.1%
34	2433	2.1%
47	2426	2.1%
52	2425	2.1%
37	2394	2.1%
53	2366	2.0%
41	2341	2.0%
48	2311	2.0%
49	2310	2.0%
46	2284	2.0%
36	2223	1.9%
51	2176	1.9%
64	2075	1.8%
33	2042	1.8%
60	2040	1.7%
32	2014	1.7%
63	1991	1.7%
Other values (55)	56357	48.3%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
18	192	0.2%
19	1650	1.4%
20	1523	1.3%
21	1499	1.3%
22	1478	1.3%
23	1538	1.3%
24	1632	1.4%
25	205	0.2%
26	1726	1.5%
27	1745	1.5%

Value	Count	Frequency (%)
98	4	< 0.1%
97	12	< 0.1%
96	9	< 0.1%
95	23	< 0.1%
94	51	< 0.1%
93	55	< 0.1%
92	82	0.1%
91	113	0.1%
90	183	0.2%
89	211	0.2%

grupo_edad
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	911.1 KiB

25-54	62444
+65	27140
55-64	17513
18-24	9512

Value	Count	Frequency (%)
25-54	62444	53.5%
+65	27140	23.3%
55-64	17513	15.0%
18-24	9512	8.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	5
Median length	5
Mean length	4.534512773
Min length	3

Overview of Unicode Properties

Unique unicode characters	8
Unique unicode categories	3 ?
Unique unicode scripts	1 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
5	187054	35.4%
-	89469	16.9%
4	89469	16.9%
2	71956	13.6%
6	44653	8.4%
+	27140	5.1%
1	9512	1.8%
8	9512	1.8%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	412156	77.9%
Dash Punctuation	89469	16.9%
Math Symbol	27140	5.1%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
5	187054	45.4%
4	89469	21.7%
2	71956	17.5%
6	44653	10.8%
1	9512	2.3%
8	9512	2.3%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	89469	100.0%

Most frequent Math Symbol characters

Value	Count	Frequency (%)
+	27140	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	528765	100.0%

Most frequent Common characters

Value	Count	Frequency (%)
5	187054	35.4%
-	89469	16.9%
4	89469	16.9%
2	71956	13.6%
6	44653	8.4%
+	27140	5.1%
1	9512	1.8%
8	9512	1.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	528765	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
5	187054	35.4%
-	89469	16.9%
4	89469	16.9%
2	71956	13.6%
6	44653	8.4%
+	27140	5.1%
1	9512	1.8%
8	9512	1.8%

estado_civil
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	911.1 KiB

Casado/a	62348
Soltero/a	36792
Viudo/a	9040
Divorciado/a	5314
Separado/a	2955

Value	Count	Frequency (%)
Casado/a	62348	53.5%
Soltero/a	36792	31.6%
Viudo/a	9040	7.8%
Divorciado/a	5314	4.6%
Separado/a	2955	2.5%
N.C.	160	0.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	12
Median length	8
Mean length	8.465470075
Min length	4

Overview of Unicode Properties

Unique unicode characters	20
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	252369	25.6%
o	158555	16.1%
/	116449	11.8%
d	79657	8.1%
C	62508	6.3%
s	62348	6.3%
r	45061	4.6%
S	39747	4.0%
e	39747	4.0%
l	36792	3.7%
t	36792	3.7%
i	19668	2.0%
V	9040	0.9%
u	9040	0.9%
D	5314	0.5%
v	5314	0.5%
c	5314	0.5%
p	2955	0.3%
.	320	< 0.1%
N	160	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	753612	76.3%
Uppercase Letter	116769	11.8%
Other Punctuation	116769	11.8%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
C	62508	53.5%
S	39747	34.0%
V	9040	7.7%
D	5314	4.6%
N	160	0.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	252369	33.5%
o	158555	21.0%
d	79657	10.6%
s	62348	8.3%
r	45061	6.0%
e	39747	5.3%
l	36792	4.9%
t	36792	4.9%
i	19668	2.6%
u	9040	1.2%
v	5314	0.7%
c	5314	0.7%
p	2955	0.4%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	116449	99.7%
.	320	0.3%

Most occurring scripts

Value	Count	Frequency (%)
Latin	870381	88.2%
Common	116769	11.8%

Most frequent Latin characters

Value	Count	Frequency (%)
a	252369	29.0%
o	158555	18.2%
d	79657	9.2%
C	62508	7.2%
s	62348	7.2%
r	45061	5.2%
S	39747	4.6%
e	39747	4.6%
l	36792	4.2%
t	36792	4.2%
i	19668	2.3%
V	9040	1.0%
u	9040	1.0%
D	5314	0.6%
v	5314	0.6%
c	5314	0.6%
p	2955	0.3%
N	160	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
/	116449	99.7%
.	320	0.3%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	987150	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	252369	25.6%
o	158555	16.1%
/	116449	11.8%
d	79657	8.1%
C	62508	6.3%
s	62348	6.3%
r	45061	4.6%
S	39747	4.0%
e	39747	4.0%
l	36792	3.7%
t	36792	3.7%
i	19668	2.0%
V	9040	0.9%
u	9040	0.9%
D	5314	0.5%
v	5314	0.5%
c	5314	0.5%
p	2955	0.3%
.	320	< 0.1%
N	160	< 0.1%

nivel_educativo
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	911.1 KiB

Primaria y secundaria elemental	48909
Universitarios	24493
F.P.	20756
Secundaria superior	15806
Sin estudios	6645

Value	Count	Frequency (%)
Primaria y secundaria elemental	48909	41.9%
Universitarios	24493	21.0%
F.P.	20756	17.8%
Secundaria superior	15806	13.6%
Sin estudios	6645	5.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	31
Median length	19
Mean length	19.91406324
Min length	4

Overview of Unicode Properties

Unique unicode characters	22
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	300650	12.9%
i	265108	11.4%
e	258386	11.1%
r	243131	10.5%
	169178	7.3%
n	144762	6.2%
s	126991	5.5%
m	97818	4.2%
l	97818	4.2%
u	87166	3.8%
t	80047	3.4%
d	71360	3.1%
P	69665	3.0%
c	64715	2.8%
y	48909	2.1%
o	46944	2.0%
.	41512	1.8%
U	24493	1.1%
v	24493	1.1%
S	22451	1.0%
F	20756	0.9%
p	15806	0.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1974104	85.0%
Space Separator	169178	7.3%
Uppercase Letter	137365	5.9%
Other Punctuation	41512	1.8%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
P	69665	50.7%
U	24493	17.8%
S	22451	16.3%
F	20756	15.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	300650	15.2%
i	265108	13.4%
e	258386	13.1%
r	243131	12.3%
n	144762	7.3%
s	126991	6.4%
m	97818	5.0%
l	97818	5.0%
u	87166	4.4%
t	80047	4.1%
d	71360	3.6%
c	64715	3.3%
y	48909	2.5%
o	46944	2.4%
v	24493	1.2%
p	15806	0.8%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	169178	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	41512	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2111469	90.9%
Common	210690	9.1%

Most frequent Latin characters

Value	Count	Frequency (%)
a	300650	14.2%
i	265108	12.6%
e	258386	12.2%
r	243131	11.5%
n	144762	6.9%
s	126991	6.0%
m	97818	4.6%
l	97818	4.6%
u	87166	4.1%
t	80047	3.8%
d	71360	3.4%
P	69665	3.3%
c	64715	3.1%
y	48909	2.3%
o	46944	2.2%
U	24493	1.2%
v	24493	1.2%
S	22451	1.1%
F	20756	1.0%
p	15806	0.7%

Most frequent Common characters

Value	Count	Frequency (%)
	169178	80.3%
.	41512	19.7%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2322159	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	300650	12.9%
i	265108	11.4%
e	258386	11.1%
r	243131	10.5%
	169178	7.3%
n	144762	6.2%
s	126991	5.5%
m	97818	4.2%
l	97818	4.2%
u	87166	3.8%
t	80047	3.4%
d	71360	3.1%
P	69665	3.0%
c	64715	2.8%
y	48909	2.1%
o	46944	2.0%
.	41512	1.8%
U	24493	1.1%
v	24493	1.1%
S	22451	1.0%
F	20756	0.9%
p	15806	0.7%

ideologia_politica
Real number (ℝ_≥0)

Distinct	10
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	4.596583454
Minimum	1
Maximum	10
Zeros	0
Zeros (%)	0.0%
Memory size	114.0 KiB

Quantile statistics

Minimum	1
5-th percentile	2
Q1	4
median	5
Q3	5
95-th percentile	8
Maximum	10
Range	9
Interquartile range (IQR)	1

Descriptive statistics

Standard deviation	1.746228684
Coefficient of variation (CV)	0.3798970913
Kurtosis	0.6464563415
Mean	4.596583454
Median Absolute Deviation (MAD)	1
Skewness	0.4254278533
Sum	536003
Variance	3.049314617
Monotocity	Not monotonic

Histogram with fixed size bins (bins=10)

Value	Count	Frequency (%)
5	35950	30.8%
4	26954	23.1%
3	17413	14.9%
6	10209	8.8%
7	7092	6.1%
2	5918	5.1%
8	5070	4.3%
1	5063	4.3%
9	1559	1.3%
10	1381	1.2%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
1	5063	4.3%
2	5918	5.1%
3	17413	14.9%
4	26954	23.1%
5	35950	30.8%
6	10209	8.8%
7	7092	6.1%
8	5070	4.3%
9	1559	1.3%
10	1381	1.2%

Value	Count	Frequency (%)
10	1381	1.2%
9	1559	1.3%
8	5070	4.3%
7	7092	6.1%
6	10209	8.8%
5	35950	30.8%
4	26954	23.1%
3	17413	14.9%
2	5918	5.1%
1	5063	4.3%

ideologia_politica_grupo
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	911.1 KiB

Izquierda	50285
Centro	46159
Derecha	13721
extrema_izquierda	5063
extrema_derecha	1381

Value	Count	Frequency (%)
Izquierda	50285	43.1%
Centro	46159	39.6%
Derecha	13721	11.8%
extrema_izquierda	5063	4.3%
extrema_derecha	1381	1.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	17
Median length	7
Mean length	7.995540653
Min length	6

Overview of Unicode Properties

Unique unicode characters	19
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
e	144599	15.5%
r	123053	13.2%
a	76894	8.2%
i	60411	6.5%
d	56729	6.1%
z	55348	5.9%
q	55348	5.9%
u	55348	5.9%
t	52603	5.6%
I	50285	5.4%
C	46159	5.0%
n	46159	5.0%
o	46159	5.0%
c	15102	1.6%
h	15102	1.6%
D	13721	1.5%
x	6444	0.7%
m	6444	0.7%
_	6444	0.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	815743	87.5%
Uppercase Letter	110165	11.8%
Connector Punctuation	6444	0.7%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
I	50285	45.6%
C	46159	41.9%
D	13721	12.5%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	144599	17.7%
r	123053	15.1%
a	76894	9.4%
i	60411	7.4%
d	56729	7.0%
z	55348	6.8%
q	55348	6.8%
u	55348	6.8%
t	52603	6.4%
n	46159	5.7%
o	46159	5.7%
c	15102	1.9%
h	15102	1.9%
x	6444	0.8%
m	6444	0.8%

Most frequent Connector Punctuation characters

Value	Count	Frequency (%)
_	6444	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	925908	99.3%
Common	6444	0.7%

Most frequent Latin characters

Value	Count	Frequency (%)
e	144599	15.6%
r	123053	13.3%
a	76894	8.3%
i	60411	6.5%
d	56729	6.1%
z	55348	6.0%
q	55348	6.0%
u	55348	6.0%
t	52603	5.7%
I	50285	5.4%
C	46159	5.0%
n	46159	5.0%
o	46159	5.0%
c	15102	1.6%
h	15102	1.6%
D	13721	1.5%
x	6444	0.7%
m	6444	0.7%

Most frequent Common characters

Value	Count	Frequency (%)
_	6444	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	932352	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
e	144599	15.5%
r	123053	13.2%
a	76894	8.2%
i	60411	6.5%
d	56729	6.1%
z	55348	5.9%
q	55348	5.9%
u	55348	5.9%
t	52603	5.6%
I	50285	5.4%
C	46159	5.0%
n	46159	5.0%
o	46159	5.0%
c	15102	1.6%
h	15102	1.6%
D	13721	1.5%
x	6444	0.7%
m	6444	0.7%
_	6444	0.7%

religion
Categorical

Distinct	5
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	911.1 KiB

Católico/a	81274
No creyente	18205
Ateo/a	11374
Creyente de otra religión	2985
N.C.	2771

Value	Count	Frequency (%)
Católico/a	81274	69.7%
No creyente	18205	15.6%
Ateo/a	11374	9.8%
Creyente de otra religión	2985	2.6%
N.C.	2771	2.4%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	25
Median length	10
Mean length	10.00735792
Min length	4

Overview of Unicode Properties

Unique unicode characters	19
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	176907	15.2%
t	116823	10.0%
o	113838	9.8%
c	99479	8.5%
/	92648	7.9%
i	87244	7.5%
C	87030	7.5%
ó	84259	7.2%
l	84259	7.2%
e	80914	6.9%
	27160	2.3%
r	27160	2.3%
n	24175	2.1%
y	21190	1.8%
N	20976	1.8%
A	11374	1.0%
.	5542	0.5%
d	2985	0.3%
g	2985	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	922218	79.0%
Uppercase Letter	119380	10.2%
Other Punctuation	98190	8.4%
Space Separator	27160	2.3%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
C	87030	72.9%
N	20976	17.6%
A	11374	9.5%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	176907	19.2%
t	116823	12.7%
o	113838	12.3%
c	99479	10.8%
i	87244	9.5%
ó	84259	9.1%
l	84259	9.1%
e	80914	8.8%
r	27160	2.9%
n	24175	2.6%
y	21190	2.3%
d	2985	0.3%
g	2985	0.3%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	92648	94.4%
.	5542	5.6%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	27160	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1041598	89.3%
Common	125350	10.7%

Most frequent Latin characters

Value	Count	Frequency (%)
a	176907	17.0%
t	116823	11.2%
o	113838	10.9%
c	99479	9.6%
i	87244	8.4%
C	87030	8.4%
ó	84259	8.1%
l	84259	8.1%
e	80914	7.8%
r	27160	2.6%
n	24175	2.3%
y	21190	2.0%
N	20976	2.0%
A	11374	1.1%
d	2985	0.3%
g	2985	0.3%

Most frequent Common characters

Value	Count	Frequency (%)
/	92648	73.9%
	27160	21.7%
.	5542	4.4%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1082689	92.8%
None	84259	7.2%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	176907	16.3%
t	116823	10.8%
o	113838	10.5%
c	99479	9.2%
/	92648	8.6%
i	87244	8.1%
C	87030	8.0%
l	84259	7.8%
e	80914	7.5%
	27160	2.5%
r	27160	2.5%
n	24175	2.2%
y	21190	2.0%
N	20976	1.9%
A	11374	1.1%
.	5542	0.5%
d	2985	0.3%
g	2985	0.3%

Most frequent None characters

Value	Count	Frequency (%)
ó	84259	100.0%

practicante_religion
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	911.1 KiB

Casi nunca	50237
N.C.	33234
Varias veces al año	11990
Casi todos los domingos y festivos	11532
Alguna vez al mes	7650

Value	Count	Frequency (%)
Casi nunca	50237	43.1%
N.C.	33234	28.5%
Varias veces al año	11990	10.3%
Casi todos los domingos y festivos	11532	9.9%
Alguna vez al mes	7650	6.6%
Varias veces a la semana	1966	1.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	34
Median length	10
Mean length	12.28411186
Min length	4

Overview of Unicode Properties

Unique unicode characters	25
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	187062	13.1%
	174681	12.2%
s	156957	11.0%
n	121622	8.5%
i	98789	6.9%
C	95003	6.6%
o	81182	5.7%
.	66468	4.6%
c	64193	4.5%
u	57887	4.0%
e	56710	4.0%
l	40788	2.8%
N	33234	2.3%
v	33138	2.3%
t	23064	1.6%
d	23064	1.6%
m	21148	1.5%
g	19182	1.3%
V	13956	1.0%
r	13956	1.0%
ñ	11990	0.8%
y	11532	0.8%
f	11532	0.8%
A	7650	0.5%
z	7650	0.5%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1041446	72.7%
Space Separator	174681	12.2%
Uppercase Letter	149843	10.5%
Other Punctuation	66468	4.6%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
C	95003	63.4%
N	33234	22.2%
V	13956	9.3%
A	7650	5.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	187062	18.0%
s	156957	15.1%
n	121622	11.7%
i	98789	9.5%
o	81182	7.8%
c	64193	6.2%
u	57887	5.6%
e	56710	5.4%
l	40788	3.9%
v	33138	3.2%
t	23064	2.2%
d	23064	2.2%
m	21148	2.0%
g	19182	1.8%
r	13956	1.3%
ñ	11990	1.2%
y	11532	1.1%
f	11532	1.1%
z	7650	0.7%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	174681	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	66468	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1191289	83.2%
Common	241149	16.8%

Most frequent Latin characters

Value	Count	Frequency (%)
a	187062	15.7%
s	156957	13.2%
n	121622	10.2%
i	98789	8.3%
C	95003	8.0%
o	81182	6.8%
c	64193	5.4%
u	57887	4.9%
e	56710	4.8%
l	40788	3.4%
N	33234	2.8%
v	33138	2.8%
t	23064	1.9%
d	23064	1.9%
m	21148	1.8%
g	19182	1.6%
V	13956	1.2%
r	13956	1.2%
ñ	11990	1.0%
y	11532	1.0%
f	11532	1.0%
A	7650	0.6%
z	7650	0.6%

Most frequent Common characters

Value	Count	Frequency (%)
	174681	72.4%
.	66468	27.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1420448	99.2%
None	11990	0.8%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	187062	13.2%
	174681	12.3%
s	156957	11.0%
n	121622	8.6%
i	98789	7.0%
C	95003	6.7%
o	81182	5.7%
.	66468	4.7%
c	64193	4.5%
u	57887	4.1%
e	56710	4.0%
l	40788	2.9%
N	33234	2.3%
v	33138	2.3%
t	23064	1.6%
d	23064	1.6%
m	21148	1.5%
g	19182	1.4%
V	13956	1.0%
r	13956	1.0%
y	11532	0.8%
f	11532	0.8%
A	7650	0.5%
z	7650	0.5%

Most frequent None characters

Value	Count	Frequency (%)
ñ	11990	100.0%

situacion_laboral
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	911.1 KiB

Trabajadores	50240
Jubilados	29902
Parados	22435
Trabajadores no remunerados	8354
Estudiante	5343

Value	Count	Frequency (%)
Trabajadores	50240	43.1%
Jubilados	29902	25.6%
Parados	22435	19.2%
Trabajadores no remunerados	8354	7.2%
Estudiante	5343	4.6%
Otros	335	0.3%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	27
Median length	12
Mean length	11.23160305
Min length	5

Overview of Unicode Properties

Unique unicode characters	20
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	264251	20.2%
r	156666	12.0%
o	127974	9.8%
s	124963	9.5%
d	124628	9.5%
b	88496	6.8%
e	80645	6.2%
T	58594	4.5%
j	58594	4.5%
u	43599	3.3%
i	35245	2.7%
J	29902	2.3%
l	29902	2.3%
P	22435	1.7%
n	22051	1.7%
	16708	1.3%
t	11021	0.8%
m	8354	0.6%
E	5343	0.4%
O	335	< 0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1176389	89.8%
Uppercase Letter	116609	8.9%
Space Separator	16708	1.3%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
T	58594	50.2%
J	29902	25.6%
P	22435	19.2%
E	5343	4.6%
O	335	0.3%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	264251	22.5%
r	156666	13.3%
o	127974	10.9%
s	124963	10.6%
d	124628	10.6%
b	88496	7.5%
e	80645	6.9%
j	58594	5.0%
u	43599	3.7%
i	35245	3.0%
l	29902	2.5%
n	22051	1.9%
t	11021	0.9%
m	8354	0.7%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	16708	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1292998	98.7%
Common	16708	1.3%

Most frequent Latin characters

Value	Count	Frequency (%)
a	264251	20.4%
r	156666	12.1%
o	127974	9.9%
s	124963	9.7%
d	124628	9.6%
b	88496	6.8%
e	80645	6.2%
T	58594	4.5%
j	58594	4.5%
u	43599	3.4%
i	35245	2.7%
J	29902	2.3%
l	29902	2.3%
P	22435	1.7%
n	22051	1.7%
t	11021	0.9%
m	8354	0.6%
E	5343	0.4%
O	335	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	16708	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1309706	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	264251	20.2%
r	156666	12.0%
o	127974	9.8%
s	124963	9.5%
d	124628	9.5%
b	88496	6.8%
e	80645	6.2%
T	58594	4.5%
j	58594	4.5%
u	43599	3.3%
i	35245	2.7%
J	29902	2.3%
l	29902	2.3%
P	22435	1.7%
n	22051	1.7%
	16708	1.3%
t	11021	0.8%
m	8354	0.6%
E	5343	0.4%
O	335	< 0.1%

situacion_socioeconomica
Categorical

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	911.1 KiB

Jubilados/as y pensionistas	29902
Parados/as	22435
Técnicos/as y cuadros medios	13212
Obreros/as no cualificados/as	11889
Trabajo doméstico no remunerado	8354
Other values (7)	30817

Common Values
Overview

Value	Count	Frequency (%)
Jubilados/as y pensionistas	29902	25.6%
Parados/as	22435	19.2%
Técnicos/as y cuadros medios	13212	11.3%
Obreros/as no cualificados/as	11889	10.2%
Trabajo doméstico no remunerado	8354	7.2%
Obreros/as cualificados/as	6990	6.0%
Empleados/as de oficinas y servicios	6102	5.2%
Estudiantes	5343	4.6%
Directores/as y profesionales	5140	4.4%
Pequeños/as empresarios/as	4650	4.0%
No clasificables	1748	1.5%
Agricultores/as	844	0.7%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	36
Median length	27
Mean length	23.80749342
Min length	10

Overview of Unicode Properties

Unique unicode characters	33
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
s	421288	15.2%
a	336232	12.1%
o	258910	9.3%
i	211263	7.6%
	196356	7.1%
e	144102	5.2%
d	131895	4.8%
r	130977	4.7%
/	124693	4.5%
n	118198	4.3%
c	107432	3.9%
u	81184	2.9%
l	64363	2.3%
b	58883	2.1%
t	54926	2.0%
y	54356	2.0%
p	45794	1.6%
m	40672	1.5%
f	31869	1.1%
J	29902	1.1%
P	27085	1.0%
T	21566	0.8%
é	21566	0.8%
O	18879	0.7%
E	11445	0.4%
Other values (8)	32332	1.2%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	2338510	84.2%
Space Separator	196356	7.1%
Other Punctuation	124693	4.5%
Uppercase Letter	116609	4.2%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
J	29902	25.6%
P	27085	23.2%
T	21566	18.5%
O	18879	16.2%
E	11445	9.8%
D	5140	4.4%
N	1748	1.5%
A	844	0.7%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
s	421288	18.0%
a	336232	14.4%
o	258910	11.1%
i	211263	9.0%
e	144102	6.2%
d	131895	5.6%
r	130977	5.6%
n	118198	5.1%
c	107432	4.6%
u	81184	3.5%
l	64363	2.8%
b	58883	2.5%
t	54926	2.3%
y	54356	2.3%
p	45794	2.0%
m	40672	1.7%
f	31869	1.4%
é	21566	0.9%
j	8354	0.4%
v	6102	0.3%
q	4650	0.2%
ñ	4650	0.2%
g	844	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	196356	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	124693	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	2455119	88.4%
Common	321049	11.6%

Most frequent Latin characters

Value	Count	Frequency (%)
s	421288	17.2%
a	336232	13.7%
o	258910	10.5%
i	211263	8.6%
e	144102	5.9%
d	131895	5.4%
r	130977	5.3%
n	118198	4.8%
c	107432	4.4%
u	81184	3.3%
l	64363	2.6%
b	58883	2.4%
t	54926	2.2%
y	54356	2.2%
p	45794	1.9%
m	40672	1.7%
f	31869	1.3%
J	29902	1.2%
P	27085	1.1%
T	21566	0.9%
é	21566	0.9%
O	18879	0.8%
E	11445	0.5%
j	8354	0.3%
v	6102	0.2%
Other values (6)	17876	0.7%

Most frequent Common characters

Value	Count	Frequency (%)
	196356	61.2%
/	124693	38.8%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2749952	99.1%
None	26216	0.9%

Most frequent ASCII characters

Value	Count	Frequency (%)
s	421288	15.3%
a	336232	12.2%
o	258910	9.4%
i	211263	7.7%
	196356	7.1%
e	144102	5.2%
d	131895	4.8%
r	130977	4.8%
/	124693	4.5%
n	118198	4.3%
c	107432	3.9%
u	81184	3.0%
l	64363	2.3%
b	58883	2.1%
t	54926	2.0%
y	54356	2.0%
p	45794	1.7%
m	40672	1.5%
f	31869	1.2%
J	29902	1.1%
P	27085	1.0%
T	21566	0.8%
O	18879	0.7%
E	11445	0.4%
j	8354	0.3%
Other values (6)	19328	0.7%

Most frequent None characters

Value	Count	Frequency (%)
é	21566	82.3%
ñ	4650	17.7%

situacion_economica
Categorical

Distinct	6
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	911.1 KiB

Regular	56356
Buena	37105
Mala	15682
Muy mala	5583
Muy buena	1422

Value	Count	Frequency (%)
Regular	56356	48.3%
Buena	37105	31.8%
Mala	15682	13.4%
Muy mala	5583	4.8%
Muy buena	1422	1.2%
NS/NC	461	0.4%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	9
Median length	7
Mean length	6.024509257
Min length	4

Overview of Unicode Properties

Unique unicode characters	18
Unique unicode categories	4 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	137413	19.6%
u	101888	14.5%
e	94883	13.5%
l	77621	11.0%
R	56356	8.0%
g	56356	8.0%
r	56356	8.0%
n	38527	5.5%
B	37105	5.3%
M	22687	3.2%
y	7005	1.0%
	7005	1.0%
m	5583	0.8%
b	1422	0.2%
N	922	0.1%
S	461	0.1%
/	461	0.1%
C	461	0.1%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	577054	82.1%
Uppercase Letter	117992	16.8%
Space Separator	7005	1.0%
Other Punctuation	461	0.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
R	56356	47.8%
B	37105	31.4%
M	22687	19.2%
N	922	0.8%
S	461	0.4%
C	461	0.4%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	137413	23.8%
u	101888	17.7%
e	94883	16.4%
l	77621	13.5%
g	56356	9.8%
r	56356	9.8%
n	38527	6.7%
y	7005	1.2%
m	5583	1.0%
b	1422	0.2%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	7005	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	461	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	695046	98.9%
Common	7466	1.1%

Most frequent Latin characters

Value	Count	Frequency (%)
a	137413	19.8%
u	101888	14.7%
e	94883	13.7%
l	77621	11.2%
R	56356	8.1%
g	56356	8.1%
r	56356	8.1%
n	38527	5.5%
B	37105	5.3%
M	22687	3.3%
y	7005	1.0%
m	5583	0.8%
b	1422	0.2%
N	922	0.1%
S	461	0.1%
C	461	0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	7005	93.8%
/	461	6.2%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	702512	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	137413	19.6%
u	101888	14.5%
e	94883	13.5%
l	77621	11.0%
R	56356	8.0%
g	56356	8.0%
r	56356	8.0%
n	38527	5.5%
B	37105	5.3%
M	22687	3.2%
y	7005	1.0%
	7005	1.0%
m	5583	0.8%
b	1422	0.2%
N	922	0.1%
S	461	0.1%
/	461	0.1%
C	461	0.1%

prediccion_situacion_economica
Categorical

Distinct	4
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	911.1 KiB

Igual	71173
Mejor	23773
NS/NC	12302
Peor	9361

Value	Count	Frequency (%)
Igual	71173	61.0%
Mejor	23773	20.4%
NS/NC	12302	10.5%
Peor	9361	8.0%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	5
Median length	5
Mean length	4.919723177
Min length	4

Overview of Unicode Properties

Unique unicode characters	15
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	1 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
I	71173	12.4%
g	71173	12.4%
u	71173	12.4%
a	71173	12.4%
l	71173	12.4%
e	33134	5.8%
o	33134	5.8%
r	33134	5.8%
N	24604	4.3%
M	23773	4.1%
j	23773	4.1%
S	12302	2.1%
/	12302	2.1%
C	12302	2.1%
P	9361	1.6%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	407867	71.1%
Uppercase Letter	153515	26.8%
Other Punctuation	12302	2.1%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
I	71173	46.4%
N	24604	16.0%
M	23773	15.5%
S	12302	8.0%
C	12302	8.0%
P	9361	6.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
g	71173	17.5%
u	71173	17.5%
a	71173	17.5%
l	71173	17.5%
e	33134	8.1%
o	33134	8.1%
r	33134	8.1%
j	23773	5.8%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
/	12302	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	561382	97.9%
Common	12302	2.1%

Most frequent Latin characters

Value	Count	Frequency (%)
I	71173	12.7%
g	71173	12.7%
u	71173	12.7%
a	71173	12.7%
l	71173	12.7%
e	33134	5.9%
o	33134	5.9%
r	33134	5.9%
N	24604	4.4%
M	23773	4.2%
j	23773	4.2%
S	12302	2.2%
C	12302	2.2%
P	9361	1.7%

Most frequent Common characters

Value	Count	Frequency (%)
/	12302	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	573684	100.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
I	71173	12.4%
g	71173	12.4%
u	71173	12.4%
a	71173	12.4%
l	71173	12.4%
e	33134	5.8%
o	33134	5.8%
r	33134	5.8%
N	24604	4.3%
M	23773	4.1%
j	23773	4.1%
S	12302	2.1%
/	12302	2.1%
C	12302	2.1%
P	9361	1.6%

persona_max_ingresos
Real number (ℝ)

ZEROS

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1098.731466
Minimum	-1
Maximum	9000
Zeros	7720
Zeros (%)	6.6%
Memory size	911.1 KiB

Quantile statistics

Minimum	-1
5-th percentile	-1
Q1	0
median	1050.5
Q3	1500.5
95-th percentile	3750.5
Maximum	9000
Range	9001
Interquartile range (IQR)	1500.5

Descriptive statistics

Standard deviation	1173.521595
Coefficient of variation (CV)	1.068069525
Kurtosis	8.865253564
Mean	1098.731466
Median Absolute Deviation (MAD)	1050
Skewness	2.120963278
Sum	128121977.5
Variance	1377152.935
Monotocity	Not monotonic

Histogram with fixed size bins (bins=12)

Value	Count	Frequency (%)
-1	26790	23.0%
1500.5	18517	15.9%
1050.5	16242	13.9%
750.5	14120	12.1%
2100.5	11520	9.9%
450.5	7854	6.7%
0	7720	6.6%
2700.5	6735	5.8%
3750.5	4376	3.8%
150	1156	1.0%
5250.5	1071	0.9%
9000	508	0.4%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
-1	26790	23.0%
0	7720	6.6%
150	1156	1.0%
450.5	7854	6.7%
750.5	14120	12.1%
1050.5	16242	13.9%
1500.5	18517	15.9%
2100.5	11520	9.9%
2700.5	6735	5.8%
3750.5	4376	3.8%

Value	Count	Frequency (%)
9000	508	0.4%
5250.5	1071	0.9%
3750.5	4376	3.8%
2700.5	6735	5.8%
2100.5	11520	9.9%
1500.5	18517	15.9%
1050.5	16242	13.9%
750.5	14120	12.1%
450.5	7854	6.7%
150	1156	1.0%

ingresos_hogar
Categorical

Distinct	13
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	911.1 KiB

N.C.	31852
De 1.201 a 1.800 €	17837
De 901 a 1.200 €	15114
De 601 a 900 €	12725
De 1.801 a 2.400 €	11356
Other values (8)	27725

Common Values
Overview

Value	Count	Frequency (%)
N.C.	31852	27.3%
De 1.201 a 1.800 €	17837	15.3%
De 901 a 1.200 €	15114	13.0%
De 601 a 900 €	12725	10.9%
De 1.801 a 2.400 €	11356	9.7%
N.S.	7181	6.2%
De 2.401 a 3.000 €	6690	5.7%
De 301 a 600 €	6562	5.6%
De 3.001 a 4.500 €	4365	3.7%
De 4.501 a 6.000 €	1069	0.9%
Menos o igual a 300 €	753	0.6%
No tienen ingresos de ningún tipo	611	0.5%
Más de 6.000 €	494	0.4%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	33
Median length	19
Mean length	15.77405689
Min length	4

Overview of Unicode Properties

Unique unicode characters	33
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	311174	16.9%
0	242266	13.2%
.	176308	9.6%
e	156374	8.5%
1	137862	7.5%
o	80304	4.4%
u	77718	4.2%
r	77576	4.2%
a	77224	4.2%
&	76965	4.2%
;	76965	4.2%
D	75718	4.1%
2	50997	2.8%
N	39644	2.2%
C	31852	1.7%
8	29193	1.6%
9	27839	1.5%
4	23480	1.3%
6	20850	1.1%
3	18370	1.0%
S	7181	0.4%
5	5434	0.3%
n	4419	0.2%
i	3197	0.2%
s	2469	0.1%
Other values (8)	8018	0.4%

Most occurring categories

Value	Count	Frequency (%)
Decimal Number	556291	30.2%
Lowercase Letter	486052	26.4%
Other Punctuation	330238	18.0%
Space Separator	311174	16.9%
Uppercase Letter	155642	8.5%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
D	75718	48.6%
N	39644	25.5%
C	31852	20.5%
S	7181	4.6%
M	1247	0.8%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	156374	32.2%
o	80304	16.5%
u	77718	16.0%
r	77576	16.0%
a	77224	15.9%
n	4419	0.9%
i	3197	0.7%
s	2469	0.5%
g	1975	0.4%
t	1222	0.3%
d	1105	0.2%
l	753	0.2%
ú	611	0.1%
p	611	0.1%
á	494	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	311174	100.0%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	242266	43.6%
1	137862	24.8%
2	50997	9.2%
8	29193	5.2%
9	27839	5.0%
4	23480	4.2%
6	20850	3.7%
3	18370	3.3%
5	5434	1.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	176308	53.4%
&	76965	23.3%
;	76965	23.3%

Most occurring scripts

Value	Count	Frequency (%)
Common	1197703	65.1%
Latin	641694	34.9%

Most frequent Latin characters

Value	Count	Frequency (%)
e	156374	24.4%
o	80304	12.5%
u	77718	12.1%
r	77576	12.1%
a	77224	12.0%
D	75718	11.8%
N	39644	6.2%
C	31852	5.0%
S	7181	1.1%
n	4419	0.7%
i	3197	0.5%
s	2469	0.4%
g	1975	0.3%
M	1247	0.2%
t	1222	0.2%
d	1105	0.2%
l	753	0.1%
ú	611	0.1%
p	611	0.1%
á	494	0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	311174	26.0%
0	242266	20.2%
.	176308	14.7%
1	137862	11.5%
&	76965	6.4%
;	76965	6.4%
2	50997	4.3%
8	29193	2.4%
9	27839	2.3%
4	23480	2.0%
6	20850	1.7%
3	18370	1.5%
5	5434	0.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1838292	99.9%
None	1105	0.1%

Most frequent ASCII characters

Value	Count	Frequency (%)
	311174	16.9%
0	242266	13.2%
.	176308	9.6%
e	156374	8.5%
1	137862	7.5%
o	80304	4.4%
u	77718	4.2%
r	77576	4.2%
a	77224	4.2%
&	76965	4.2%
;	76965	4.2%
D	75718	4.1%
2	50997	2.8%
N	39644	2.2%
C	31852	1.7%
8	29193	1.6%
9	27839	1.5%
4	23480	1.3%
6	20850	1.1%
3	18370	1.0%
S	7181	0.4%
5	5434	0.3%
n	4419	0.2%
i	3197	0.2%
s	2469	0.1%
Other values (6)	6913	0.4%

Most frequent None characters

Value	Count	Frequency (%)
ú	611	55.3%
á	494	44.7%

ingresos_personales
Categorical

Distinct	12
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	911.1 KiB

N.C.	27135
No tiene ingresos de ningún tipo	21537
De 601 a 900 €	16234
De 901 a 1.200 €	15124
De 301 a 600 €	13129
Other values (7)	23450

Common Values
Overview

Value	Count	Frequency (%)
N.C.	27135	23.3%
No tiene ingresos de ningún tipo	21537	18.5%
De 601 a 900 €	16234	13.9%
De 901 a 1.200 €	15124	13.0%
De 301 a 600 €	13129	11.3%
De 1.201 a 1.800 €	13056	11.2%
De 1.801 a 2.400 €	5159	4.4%
Menos o igual a 300 €	2899	2.5%
De 2.401 a 3.000 €	1487	1.3%
De 3.001 a 4.500 €	594	0.5%
De 4.501 a 6.000 €	137	0.1%
Más de 6.000 €	118	0.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	32
Median length	21
Mean length	19.04484216
Min length	4

Overview of Unicode Properties

Unique unicode characters	32
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
	382214	17.2%
e	222022	10.0%
0	203130	9.1%
o	138346	6.2%
1	111315	5.0%
n	110584	5.0%
.	110378	5.0%
r	89474	4.0%
i	89047	4.0%
u	70836	3.2%
a	70718	3.2%
&	67937	3.1%
;	67937	3.1%
D	64920	2.9%
N	48672	2.2%
s	46091	2.1%
g	45973	2.1%
t	43074	1.9%
2	34826	1.6%
9	31358	1.4%
6	29618	1.3%
C	27135	1.2%
d	21655	1.0%
ú	21537	1.0%
p	21537	1.0%
Other values (7)	50466	2.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	993911	44.8%
Decimal Number	454679	20.5%
Space Separator	382214	17.2%
Other Punctuation	246252	11.1%
Uppercase Letter	143744	6.5%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
D	64920	45.2%
N	48672	33.9%
C	27135	18.9%
M	3017	2.1%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
e	222022	22.3%
o	138346	13.9%
n	110584	11.1%
r	89474	9.0%
i	89047	9.0%
u	70836	7.1%
a	70718	7.1%
s	46091	4.6%
g	45973	4.6%
t	43074	4.3%
d	21655	2.2%
ú	21537	2.2%
p	21537	2.2%
l	2899	0.3%
á	118	< 0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	382214	100.0%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	110378	44.8%
&	67937	27.6%
;	67937	27.6%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	203130	44.7%
1	111315	24.5%
2	34826	7.7%
9	31358	6.9%
6	29618	6.5%
8	18215	4.0%
3	18109	4.0%
4	7377	1.6%
5	731	0.2%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1137655	51.2%
Common	1083145	48.8%

Most frequent Latin characters

Value	Count	Frequency (%)
e	222022	19.5%
o	138346	12.2%
n	110584	9.7%
r	89474	7.9%
i	89047	7.8%
u	70836	6.2%
a	70718	6.2%
D	64920	5.7%
N	48672	4.3%
s	46091	4.1%
g	45973	4.0%
t	43074	3.8%
C	27135	2.4%
d	21655	1.9%
ú	21537	1.9%
p	21537	1.9%
M	3017	0.3%
l	2899	0.3%
á	118	< 0.1%

Most frequent Common characters

Value	Count	Frequency (%)
	382214	35.3%
0	203130	18.8%
1	111315	10.3%
.	110378	10.2%
&	67937	6.3%
;	67937	6.3%
2	34826	3.2%
9	31358	2.9%
6	29618	2.7%
8	18215	1.7%
3	18109	1.7%
4	7377	0.7%
5	731	0.1%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	2199145	99.0%
None	21655	1.0%

Most frequent ASCII characters

Value	Count	Frequency (%)
	382214	17.4%
e	222022	10.1%
0	203130	9.2%
o	138346	6.3%
1	111315	5.1%
n	110584	5.0%
.	110378	5.0%
r	89474	4.1%
i	89047	4.0%
u	70836	3.2%
a	70718	3.2%
&	67937	3.1%
;	67937	3.1%
D	64920	3.0%
N	48672	2.2%
s	46091	2.1%
g	45973	2.1%
t	43074	2.0%
2	34826	1.6%
9	31358	1.4%
6	29618	1.3%
C	27135	1.2%
d	21655	1.0%
p	21537	1.0%
8	18215	0.8%
Other values (5)	32133	1.5%

Most frequent None characters

Value	Count	Frequency (%)
ú	21537	99.5%
á	118	0.5%

min_ingresos_hogar
Unsupported

REJECTED
UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	5.8 MiB

max_ingresos_hogar
Unsupported

REJECTED
UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	5.8 MiB

min_ingresos_personales
Unsupported

REJECTED
UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	5.4 MiB

max_ingresos_personales
Unsupported

REJECTED
UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	5.5 MiB

ingresos
Real number (ℝ_≥0)

ZEROS

Distinct	4071
Distinct (%)	3.5%
Missing	0
Missing (%)	0.0%
Infinite	0
Infinite (%)	0.0%

Mean	1508.319388
Minimum	0
Maximum	9000
Zeros	7720
Zeros (%)	6.6%
Memory size	911.1 KiB

Quantile statistics

Minimum	0
5-th percentile	0
Q1	750.5
median	1500.5
Q3	2100.5
95-th percentile	3750.5
Maximum	9000
Range	9000
Interquartile range (IQR)	1350

Descriptive statistics

Standard deviation	1114.043082
Coefficient of variation (CV)	0.7385989275
Kurtosis	8.555216792
Mean	1508.319388
Median Absolute Deviation (MAD)	600
Skewness	1.964462025
Sum	175883615.5
Variance	1241091.989
Monotocity	Not monotonic

Histogram with fixed size bins (bins=50)

Value	Count	Frequency (%)
1500.5	18517	15.9%
1050.5	16242	13.9%
750.5	14120	12.1%
2100.5	11520	9.9%
450.5	7854	6.7%
0	7720	6.6%
2700.5	6735	5.8%
3750.5	4376	3.8%
150	1163	1.0%
5250.5	1071	0.9%
9000	508	0.4%
1545	22	< 0.1%
802	22	< 0.1%
1776	21	< 0.1%
1340	21	< 0.1%
1273	19	< 0.1%
1619	19	< 0.1%
1470	19	< 0.1%
1948	19	< 0.1%
1802	19	< 0.1%
1661	19	< 0.1%
2061	19	< 0.1%
1337	18	< 0.1%
1621	18	< 0.1%
1502	18	< 0.1%
Other values (4046)	26510	22.7%

Minimum 5 values
Maximum 5 values

Value	Count	Frequency (%)
0	7720	6.6%
150	1163	1.0%
151	2	< 0.1%
152	3	< 0.1%
153	3	< 0.1%
154	1	< 0.1%
155	9	< 0.1%
156	6	< 0.1%
157	7	< 0.1%
158	5	< 0.1%

Value	Count	Frequency (%)
9000	508	0.4%
5793	1	< 0.1%
5610	1	< 0.1%
5538	1	< 0.1%
5534	1	< 0.1%
5486	1	< 0.1%
5413	1	< 0.1%
5355	1	< 0.1%
5340	1	< 0.1%
5333	1	< 0.1%

es_español
Categorical

Distinct	2
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	911.1 KiB

Española	113032
Española y otra	3577

Value	Count	Frequency (%)
Española	113032	96.9%
Española y otra	3577	3.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	15
Median length	8
Mean length	8.214726136
Min length	8

Overview of Unicode Properties

Unique unicode characters	11
Unique unicode categories	3 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	236795	24.7%
o	120186	12.5%
E	116609	12.2%
s	116609	12.2%
p	116609	12.2%
ñ	116609	12.2%
l	116609	12.2%
	7154	0.7%
y	3577	0.4%
t	3577	0.4%
r	3577	0.4%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	834148	87.1%
Uppercase Letter	116609	12.2%
Space Separator	7154	0.7%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
E	116609	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	236795	28.4%
o	120186	14.4%
s	116609	14.0%
p	116609	14.0%
ñ	116609	14.0%
l	116609	14.0%
y	3577	0.4%
t	3577	0.4%
r	3577	0.4%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	7154	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	950757	99.3%
Common	7154	0.7%

Most frequent Latin characters

Value	Count	Frequency (%)
a	236795	24.9%
o	120186	12.6%
E	116609	12.3%
s	116609	12.3%
p	116609	12.3%
ñ	116609	12.3%
l	116609	12.3%
y	3577	0.4%
t	3577	0.4%
r	3577	0.4%

Most frequent Common characters

Value	Count	Frequency (%)
	7154	100.0%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	841302	87.8%
None	116609	12.2%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	236795	28.1%
o	120186	14.3%
E	116609	13.9%
s	116609	13.9%
p	116609	13.9%
l	116609	13.9%
	7154	0.9%
y	3577	0.4%
t	3577	0.4%
r	3577	0.4%

Most frequent None characters

Value	Count	Frequency (%)
ñ	116609	100.0%

CCAA
Categorical

Distinct	19
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	911.1 KiB

Andalucía	21022
Cataluña	18166
Madrid (Comunidad de)	15487
Comunitat Valenciana	12119
Galicia	7544
Other values (14)	42271

Common Values
Overview

Value	Count	Frequency (%)
Andalucía	21022	18.0%
Cataluña	18166	15.6%
Madrid (Comunidad de)	15487	13.3%
Comunitat Valenciana	12119	10.4%
Galicia	7544	6.5%
Castilla y León	6715	5.8%
País Vasco	5716	4.9%
Castilla-La Mancha	5192	4.5%
Canarias	5118	4.4%
Murcia (Región de)	3403	2.9%
Aragón	3372	2.9%
Asturias (Principado de)	2940	2.5%
Extremadura	2924	2.5%
Balears (Illes)	2592	2.2%
Navarra (Comunidad Foral de)	1599	1.4%
Cantabria	1570	1.3%
Rioja (La)	767	0.7%
Ceuta (Ciudad autónoma de)	188	0.2%
Melilla (Ciudad autónoma de)	175	0.2%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	28
Median length	10
Mean length	13.26377895
Min length	6

Overview of Unicode Properties

Unique unicode characters	41
Unique unicode categories	6 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
a	296634	19.2%
d	116550	7.5%
i	107425	6.9%
n	103138	6.7%
l	92565	6.0%
	89362	5.8%
u	78574	5.1%
C	66517	4.3%
t	62296	4.0%
c	57936	3.7%
e	54500	3.5%
r	48067	3.1%
o	40590	2.6%
s	39521	2.6%
m	32492	2.1%
A	27334	1.8%
(	27151	1.8%
)	27151	1.8%
í	26738	1.7%
M	24257	1.6%
ñ	18166	1.2%
V	17835	1.2%
ó	13853	0.9%
L	12674	0.8%
P	8656	0.6%
Other values (16)	56694	3.7%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1217527	78.7%
Uppercase Letter	180293	11.7%
Space Separator	89362	5.8%
Open Punctuation	27151	1.8%
Close Punctuation	27151	1.8%
Dash Punctuation	5192	0.3%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
C	66517	36.9%
A	27334	15.2%
M	24257	13.5%
V	17835	9.9%
L	12674	7.0%
P	8656	4.8%
G	7544	4.2%
R	4170	2.3%
E	2924	1.6%
B	2592	1.4%
I	2592	1.4%
N	1599	0.9%
F	1599	0.9%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	296634	24.4%
d	116550	9.6%
i	107425	8.8%
n	103138	8.5%
l	92565	7.6%
u	78574	6.5%
t	62296	5.1%
c	57936	4.8%
e	54500	4.5%
r	48067	3.9%
o	40590	3.3%
s	39521	3.2%
m	32492	2.7%
í	26738	2.2%
ñ	18166	1.5%
ó	13853	1.1%
g	6775	0.6%
y	6715	0.6%
h	5192	0.4%
p	2940	0.2%
x	2924	0.2%
v	1599	0.1%
b	1570	0.1%
j	767	0.1%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	89362	100.0%

Most frequent Dash Punctuation characters

Value	Count	Frequency (%)
-	5192	100.0%

Most frequent Open Punctuation characters

Value	Count	Frequency (%)
(	27151	100.0%

Most frequent Close Punctuation characters

Value	Count	Frequency (%)
)	27151	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Latin	1397820	90.4%
Common	148856	9.6%

Most frequent Latin characters

Value	Count	Frequency (%)
a	296634	21.2%
d	116550	8.3%
i	107425	7.7%
n	103138	7.4%
l	92565	6.6%
u	78574	5.6%
C	66517	4.8%
t	62296	4.5%
c	57936	4.1%
e	54500	3.9%
r	48067	3.4%
o	40590	2.9%
s	39521	2.8%
m	32492	2.3%
A	27334	2.0%
í	26738	1.9%
M	24257	1.7%
ñ	18166	1.3%
V	17835	1.3%
ó	13853	1.0%
L	12674	0.9%
P	8656	0.6%
G	7544	0.5%
g	6775	0.5%
y	6715	0.5%
Other values (12)	30468	2.2%

Most frequent Common characters

Value	Count	Frequency (%)
	89362	60.0%
(	27151	18.2%
)	27151	18.2%
-	5192	3.5%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	1487919	96.2%
None	58757	3.8%

Most frequent ASCII characters

Value	Count	Frequency (%)
a	296634	19.9%
d	116550	7.8%
i	107425	7.2%
n	103138	6.9%
l	92565	6.2%
	89362	6.0%
u	78574	5.3%
C	66517	4.5%
t	62296	4.2%
c	57936	3.9%
e	54500	3.7%
r	48067	3.2%
o	40590	2.7%
s	39521	2.7%
m	32492	2.2%
A	27334	1.8%
(	27151	1.8%
)	27151	1.8%
M	24257	1.6%
V	17835	1.2%
L	12674	0.9%
P	8656	0.6%
G	7544	0.5%
g	6775	0.5%
y	6715	0.5%
Other values (13)	35660	2.4%

Most frequent None characters

Value	Count	Frequency (%)
í	26738	45.5%
ñ	18166	30.9%
ó	13853	23.6%

num_poblacion
Categorical

Distinct	7
Distinct (%)	< 0.1%
Missing	0
Missing (%)	0.0%
Memory size	911.1 KiB

10.001 a 50.000 habitantes	30413
100.001 a 400.000 habitantes	26024
2.001 a 10.000 habitantes	17325
50.001 a 100.000 habitantes	14429
Más de 1.000.000 habitantes	11759
Other values (2)	16659

Value	Count	Frequency (%)
10.001 a 50.000 habitantes	30413	26.1%
100.001 a 400.000 habitantes	26024	22.3%
2.001 a 10.000 habitantes	17325	14.9%
50.001 a 100.000 habitantes	14429	12.4%
Más de 1.000.000 habitantes	11759	10.1%
400.001 a 1.000.000 habitantes	8417	7.2%
Menos o igual a 2.000 habitantes	8242	7.1%

Frequencies of value counts

Unique

Unique	0 ?
Unique (%)	0.0%

Histogram of lengths of the category

Length

Max length	32
Median length	27
Mean length	27.23516195
Min length	25

Overview of Unicode Properties

Unique unicode characters	22
Unique unicode categories	5 ?
Unique unicode scripts	2 ?
Unique unicode blocks	2 ?

The Unicode Standard assigns character properties to each code point, which can be used to analyse textual variables.

Most occurring characters

Value	Count	Frequency (%)
0	845939	26.6%
	366311	11.5%
a	346310	10.9%
.	233393	7.3%
t	233218	7.3%
1	204975	6.5%
e	136610	4.3%
s	136610	4.3%
i	124851	3.9%
n	124851	3.9%
h	116609	3.7%
b	116609	3.7%
5	44842	1.4%
4	34441	1.1%
2	25567	0.8%
M	20001	0.6%
o	16484	0.5%
á	11759	0.4%
d	11759	0.4%
g	8242	0.3%
u	8242	0.3%
l	8242	0.3%

Most occurring categories

Value	Count	Frequency (%)
Lowercase Letter	1400396	44.1%
Decimal Number	1155764	36.4%
Space Separator	366311	11.5%
Other Punctuation	233393	7.3%
Uppercase Letter	20001	0.6%

Most frequent Decimal Number characters

Value	Count	Frequency (%)
0	845939	73.2%
1	204975	17.7%
5	44842	3.9%
4	34441	3.0%
2	25567	2.2%

Most frequent Other Punctuation characters

Value	Count	Frequency (%)
.	233393	100.0%

Most frequent Space Separator characters

Value	Count	Frequency (%)
	366311	100.0%

Most frequent Lowercase Letter characters

Value	Count	Frequency (%)
a	346310	24.7%
t	233218	16.7%
e	136610	9.8%
s	136610	9.8%
i	124851	8.9%
n	124851	8.9%
h	116609	8.3%
b	116609	8.3%
o	16484	1.2%
á	11759	0.8%
d	11759	0.8%
g	8242	0.6%
u	8242	0.6%
l	8242	0.6%

Most frequent Uppercase Letter characters

Value	Count	Frequency (%)
M	20001	100.0%

Most occurring scripts

Value	Count	Frequency (%)
Common	1755468	55.3%
Latin	1420397	44.7%

Most frequent Common characters

Value	Count	Frequency (%)
0	845939	48.2%
	366311	20.9%
.	233393	13.3%
1	204975	11.7%
5	44842	2.6%
4	34441	2.0%
2	25567	1.5%

Most frequent Latin characters

Value	Count	Frequency (%)
a	346310	24.4%
t	233218	16.4%
e	136610	9.6%
s	136610	9.6%
i	124851	8.8%
n	124851	8.8%
h	116609	8.2%
b	116609	8.2%
M	20001	1.4%
o	16484	1.2%
á	11759	0.8%
d	11759	0.8%
g	8242	0.6%
u	8242	0.6%
l	8242	0.6%

Most occurring blocks

Value	Count	Frequency (%)
ASCII	3164106	99.6%
None	11759	0.4%

Most frequent ASCII characters

Value	Count	Frequency (%)
0	845939	26.7%
	366311	11.6%
a	346310	10.9%
.	233393	7.4%
t	233218	7.4%
1	204975	6.5%
e	136610	4.3%
s	136610	4.3%
i	124851	3.9%
n	124851	3.9%
h	116609	3.7%
b	116609	3.7%
5	44842	1.4%
4	34441	1.1%
2	25567	0.8%
M	20001	0.6%
o	16484	0.5%
d	11759	0.4%
g	8242	0.3%
u	8242	0.3%
l	8242	0.3%

Most frequent None characters

Value	Count	Frequency (%)
á	11759	100.0%

min_habitantes
Unsupported

REJECTED
UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	6.7 MiB

max_habitantes
Unsupported

REJECTED
UNSUPPORTED

Missing	0
Missing (%)	0.0%
Memory size	6.7 MiB

Pearson's r

The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.

To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.

Spearman's ρ

The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.

To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.

Kendall's τ

Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.

To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.

Phik (φk)

Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.

Cramér's V (φc)

Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.

First rows

	df_index	AñoMes	felicidad	felicidad_grupo	genero	edad	grupo_edad	estado_civil	nivel_educativo	ideologia_politica	ideologia_politica_grupo	religion	practicante_religion	situacion_laboral	situacion_socioeconomica	situacion_economica	prediccion_situacion_economica	persona_max_ingresos	ingresos_hogar	ingresos_personales	min_ingresos_hogar	max_ingresos_hogar	min_ingresos_personales	max_ingresos_personales	ingresos	es_español	CCAA	num_poblacion	min_habitantes	max_habitantes
0	4954	2014-03-01	6.0	normal	Mujer	60	55-64	Casado/a	Primaria y secundaria elemental	4	Izquierda	Católico/a	Varias veces al año	Trabajadores no remunerados	Trabajo doméstico no remunerado	Regular	Peor	1050.5	De 901 a 1.200 €	No tiene ingresos de ningún tipo	901	1200	0	0	1050.5	Española	País Vasco	100.001 a 400.000 habitantes	100001	400000
1	4955	2014-03-01	10.0	muy_feliz	Hombre	34	25-54	Soltero/a	F.P.	3	Izquierda	Ateo/a	N.C.	Trabajadores	Obreros/as cualificados/as	Buena	Igual	-1.0	N.C.	N.C.	-1	-1	-1	-1	828.0	Española	País Vasco	100.001 a 400.000 habitantes	100001	400000
2	4956	2014-03-01	7.0	feliz	Mujer	27	25-54	Soltero/a	Universitarios	2	Izquierda	No creyente	N.C.	Parados	Parados/as	Mala	Mejor	1500.5	De 1.201 a 1.800 €	De 601 a 900 €	1201	1800	601	900	1500.5	Española	País Vasco	100.001 a 400.000 habitantes	100001	400000
3	4957	2014-03-01	4.0	infeliz	Hombre	51	25-54	Casado/a	Primaria y secundaria elemental	3	Izquierda	No creyente	N.C.	Parados	Parados/as	Mala	NS/NC	-1.0	N.C.	N.C.	-1	-1	-1	-1	842.0	Española	País Vasco	100.001 a 400.000 habitantes	100001	400000
4	4958	2014-03-01	6.0	normal	Hombre	43	25-54	Casado/a	Secundaria superior	2	Izquierda	Católico/a	Casi nunca	Parados	Parados/as	Regular	Mejor	1500.5	De 1.201 a 1.800 €	De 601 a 900 €	1201	1800	601	900	1500.5	Española	País Vasco	100.001 a 400.000 habitantes	100001	400000
5	4959	2014-03-01	6.0	normal	Mujer	23	18-24	Soltero/a	Secundaria superior	5	Centro	Católico/a	Casi nunca	Estudiante	Estudiantes	Muy mala	Igual	-1.0	N.C.	N.C.	-1	-1	-1	-1	2316.0	Española	País Vasco	100.001 a 400.000 habitantes	100001	400000
6	4960	2014-03-01	10.0	muy_feliz	Hombre	74	+65	Casado/a	Primaria y secundaria elemental	4	Izquierda	Católico/a	Casi nunca	Jubilados	Jubilados/as y pensionistas	Regular	Igual	-1.0	N.C.	N.C.	-1	-1	-1	-1	2267.0	Española	País Vasco	100.001 a 400.000 habitantes	100001	400000
7	4961	2014-03-01	7.0	feliz	Mujer	66	+65	Viudo/a	Primaria y secundaria elemental	3	Izquierda	Católico/a	Casi todos los domingos y festivos	Jubilados	Jubilados/as y pensionistas	Regular	Igual	750.5	De 601 a 900 €	De 601 a 900 €	601	900	601	900	750.5	Española	País Vasco	100.001 a 400.000 habitantes	100001	400000
8	4962	2014-03-01	10.0	muy_feliz	Mujer	71	+65	Casado/a	Primaria y secundaria elemental	1	extrema_izquierda	Católico/a	Casi todos los domingos y festivos	Jubilados	Jubilados/as y pensionistas	Muy buena	Igual	-1.0	N.C.	N.C.	-1	-1	-1	-1	167.0	Española	País Vasco	Menos o igual a 2.000 habitantes	0	2000
9	4963	2014-03-01	8.0	feliz	Mujer	20	18-24	Soltero/a	Secundaria superior	4	Izquierda	Católico/a	Casi nunca	Estudiante	Estudiantes	Mala	Igual	0.0	N.C.	No tiene ingresos de ningún tipo	-1	-1	0	0	0.0	Española	País Vasco	Menos o igual a 2.000 habitantes	0	2000

Last rows

	df_index	AñoMes	felicidad	felicidad_grupo	genero	edad	grupo_edad	estado_civil	nivel_educativo	ideologia_politica	ideologia_politica_grupo	religion	practicante_religion	situacion_laboral	situacion_socioeconomica	situacion_economica	prediccion_situacion_economica	persona_max_ingresos	ingresos_hogar	ingresos_personales	min_ingresos_hogar	max_ingresos_hogar	min_ingresos_personales	max_ingresos_personales	ingresos	es_español	CCAA	num_poblacion	min_habitantes	max_habitantes
116599	124022	2018-06-01	5.0	normal	Hombre	22	18-24	Soltero/a	Primaria y secundaria elemental	5	Centro	Creyente de otra religión	Alguna vez al mes	Trabajadores	Obreros/as no cualificados/as	Regular	Mejor	750.5	De 601 a 900 €	De 301 a 600 €	601	900	301	600	750.5	Española	Aragón	2.001 a 10.000 habitantes	2001	10000
116600	124023	2018-06-01	7.0	feliz	Mujer	21	18-24	Soltero/a	Secundaria superior	5	Centro	Creyente de otra religión	Casi nunca	Estudiante	Estudiantes	Buena	Igual	0.0	N.S.	No tiene ingresos de ningún tipo	-1	-1	0	0	0.0	Española	Ceuta (Ciudad autónoma de)	50.001 a 100.000 habitantes	50001	100000
116601	124024	2018-06-01	9.0	muy_feliz	Hombre	20	18-24	Soltero/a	Secundaria superior	5	Centro	Católico/a	Casi nunca	Estudiante	Estudiantes	Regular	Igual	0.0	N.S.	No tiene ingresos de ningún tipo	-1	-1	0	0	0.0	Española	Ceuta (Ciudad autónoma de)	50.001 a 100.000 habitantes	50001	100000
116602	124025	2018-06-01	5.0	normal	Hombre	28	25-54	Casado/a	Primaria y secundaria elemental	4	Izquierda	Creyente de otra religión	Varias veces al año	Parados	Parados/as	Muy mala	Mejor	450.5	De 301 a 600 €	De 301 a 600 €	301	600	301	600	450.5	Española	Ceuta (Ciudad autónoma de)	50.001 a 100.000 habitantes	50001	100000
116603	124026	2018-06-01	10.0	muy_feliz	Mujer	44	25-54	Casado/a	Primaria y secundaria elemental	7	Derecha	Creyente de otra religión	Casi nunca	Parados	Parados/as	Regular	Igual	1500.5	De 1.201 a 1.800 €	De 301 a 600 €	1201	1800	301	600	1500.5	Española	Ceuta (Ciudad autónoma de)	50.001 a 100.000 habitantes	50001	100000
116604	124027	2018-06-01	8.0	feliz	Mujer	24	18-24	Soltero/a	Secundaria superior	4	Izquierda	Creyente de otra religión	Casi nunca	Estudiante	Estudiantes	Regular	Mejor	750.5	De 601 a 900 €	No tiene ingresos de ningún tipo	601	900	0	0	750.5	Española	Melilla (Ciudad autónoma de)	50.001 a 100.000 habitantes	50001	100000
116605	124028	2018-06-01	8.0	feliz	Hombre	24	18-24	Soltero/a	Secundaria superior	4	Izquierda	Ateo/a	N.C.	Estudiante	Estudiantes	Buena	Mejor	750.5	De 601 a 900 €	No tiene ingresos de ningún tipo	601	900	0	0	750.5	Española	Melilla (Ciudad autónoma de)	50.001 a 100.000 habitantes	50001	100000
116606	124029	2018-06-01	9.0	muy_feliz	Hombre	33	25-54	Soltero/a	Universitarios	5	Centro	Católico/a	Casi nunca	Trabajadores	Técnicos/as y cuadros medios	Buena	Mejor	2100.5	De 1.801 a 2.400 €	De 901 a 1.200 €	1801	2400	901	1200	2100.5	Española	Melilla (Ciudad autónoma de)	50.001 a 100.000 habitantes	50001	100000
116607	124030	2018-06-01	4.0	infeliz	Mujer	27	25-54	Soltero/a	Primaria y secundaria elemental	4	Izquierda	Creyente de otra religión	Alguna vez al mes	Parados	Parados/as	Mala	Igual	750.5	De 601 a 900 €	No tiene ingresos de ningún tipo	601	900	0	0	750.5	Española	Melilla (Ciudad autónoma de)	50.001 a 100.000 habitantes	50001	100000
116608	124031	2018-06-01	8.0	feliz	Hombre	54	25-54	Casado/a	Secundaria superior	1	extrema_izquierda	Ateo/a	N.C.	Otros	Obreros/as no cualificados/as	Regular	NS/NC	2100.5	De 1.801 a 2.400 €	No tiene ingresos de ningún tipo	1801	2400	0	0	2100.5	Española	Comunitat Valenciana	10.001 a 50.000 habitantes	10001	50000

Overview

Variables

Most occurring characters

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Most frequent Connector Punctuation characters

Most occurring scripts

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Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

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Most occurring scripts

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Most frequent Decimal Number characters

Most frequent Dash Punctuation characters

Most frequent Math Symbol characters

Most occurring scripts

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Other Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Other Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Connector Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Other Punctuation characters

Most frequent Space Separator characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters

Most occurring blocks

Most frequent ASCII characters

Most frequent None characters

Most occurring characters

Most occurring categories

Most frequent Uppercase Letter characters

Most frequent Lowercase Letter characters

Most frequent Space Separator characters

Most frequent Other Punctuation characters

Most occurring scripts

Most frequent Latin characters

Most frequent Common characters